Presentation
An extended chronicle discovery approach to find temporal patterns between sequences
Author/s | Álvarez, M. A.
Subias, A. Travé-Massuyés, L. González Abril, Luis ![]() ![]() ![]() ![]() ![]() ![]() ![]() Ortega Ramírez, Juan Antonio ![]() ![]() ![]() ![]() ![]() ![]() ![]() |
Department | Universidad de Sevilla. Departamento de Lenguajes y Sistemas Informáticos Universidad de Sevilla. Departamento de Economía Aplicada I |
Publication Date | 2012 |
Deposit Date | 2022-04-18 |
Published in |
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Abstract | Sequences of events describing the behavior and
actions of users or systems can be collected in sev eral domains. An episode is a collection of events
that occurs relatively close to each other in a given
partial order. ... Sequences of events describing the behavior and actions of users or systems can be collected in sev eral domains. An episode is a collection of events that occurs relatively close to each other in a given partial order. Also, chronicles are a special type of temporal patterns, where temporal orders of events are quantified with numerical bounds and reflect the temporal evolution of the system over the time. In this paper, the problem of finding rules for de scribing or predicting the behavior of the sequences with the intention of characterizing some interest ing tasks is considered. Obtaining these patterns is the main objective of this work, where an automatic method to learn relevant and discriminating chron icles is proposed. The method extends existing al gorithms that have been proposed to find frequent episodes/chronicles in a single event sequence to the case of multiple sequences. |
Funding agencies | Ministerio de Economía y Competitividad (MINECO). España Junta de Andalucía |
Project ID. | TIN2009-14378-C02-01(ARTEMISA)
![]() TIC-8052 (Simon) ![]() |
Citation | Álvarez, M.A., Subias, A., Travé-Massuyés, L., González Abril, L. y Ortega Ramírez, J.A. (2012). An extended chronicle discovery approach to find temporal patterns between sequences. En JARCA 2012 : XIV Jornadas de ARCA, Sistemas Cualitativos y sus Aplicaciones en Diagnosis, Robótica e Inteligencia Ambiental (51-54), Salou, Tarragona: Colectivo ARCA: Automatización del Razonamiento Cualitativo y Aplicaciones. |
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